Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "41" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 117 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 112 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.089492 | -0.884712 | 4.074035 | 1.278401 | 0.226614 | 0.256887 | 1.901369 | 0.219413 | 0.7722 | 0.7644 | 0.2385 | 16.135735 | 15.349914 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 15.59% | -0.453774 | -0.436270 | 0.737625 | -0.509415 | 1.014505 | 1.815815 | -0.776527 | 0.952207 | 0.7024 | 0.6897 | 0.2204 | 3.282906 | 3.187613 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.358570 | -0.959881 | 1.139529 | 1.193266 | 2.255375 | -0.342765 | 1.036897 | -0.109389 | 0.0352 | 0.0307 | -0.0001 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 5.41% | -0.664094 | -0.587850 | 0.829104 | -0.422220 | 1.568189 | -0.333419 | -0.506203 | 0.193062 | 0.6047 | 0.6085 | 0.3258 | 1.932900 | 1.886335 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 8.11% | -0.123808 | -0.390760 | 1.222180 | 0.372858 | 1.893488 | -0.045271 | -0.463502 | 0.596476 | 0.6060 | 0.6063 | 0.3189 | 2.421531 | 2.260505 |
| 2459589 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.220358 | -0.736042 | 4.484950 | 0.237535 | 0.948313 | -1.047329 | 1.265596 | 0.044208 | 0.6764 | 0.6616 | 0.2438 | 7.003883 | 6.441840 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 5.91% | 0.681499 | -0.774194 | 0.838684 | 0.382149 | 1.075125 | 0.941702 | -0.657361 | 0.218625 | 0.7562 | 0.7352 | 0.2026 | 6.435374 | 4.673031 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | -0.609773 | -0.642708 | 7.508298 | -0.969939 | -23.333991 | -23.858603 | -4.675000 | -4.393628 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.16% | 47.03% | -0.378042 | -0.734847 | 0.393467 | -0.459624 | -0.593622 | -1.048250 | -0.641476 | 1.944980 | 0.6146 | 0.6217 | 0.3130 | 3.485026 | 3.146556 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.020160 | 0.457149 | 0.148942 | 0.357839 | -0.139509 | 0.585665 | 0.301817 | 0.226823 | 0.0367 | 0.0328 | -0.0002 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.461421 | 3.084944 | 8.515761 | 0.567552 | 10.369421 | 2.389885 | 24.621371 | 26.366300 | 0.5646 | 0.5657 | 0.3185 | 3.250189 | 2.183264 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 22.04% | 0.076469 | -0.264746 | 2.972287 | 0.702321 | 0.631690 | 0.274054 | -1.021842 | 0.086848 | 0.6137 | 0.6136 | 0.3376 | 2.227840 | 2.228366 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.57% | 36.22% | 0.207257 | -0.200039 | 3.150049 | 0.948654 | 0.099277 | -0.564727 | -1.230813 | -0.436704 | 0.5998 | 0.5969 | 0.3396 | 2.322703 | 2.189502 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 60.54% | 0.521745 | -0.048673 | 2.899689 | 0.722981 | -0.123678 | -0.703566 | -0.856880 | -0.005023 | 0.6194 | 0.6162 | 0.3354 | 3.171055 | 2.729573 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 12.90% | 0.559560 | -0.082675 | 3.715940 | 0.780306 | 0.020121 | 0.116060 | -0.969764 | 1.054708 | 0.6152 | 0.6190 | 0.3336 | 2.301206 | 2.173113 |
| 2459579 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.589766 | -0.762198 | 0.578310 | -0.713847 | 1.614366 | -0.610221 | -0.484521 | 1.514631 | 0.0322 | 0.0292 | 0.0010 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 48.11% | 0.344459 | 0.024030 | 2.980391 | 0.730814 | 0.138326 | 0.547758 | -0.906689 | -0.102128 | 0.6186 | 0.6214 | 0.3327 | 3.306787 | 3.087090 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.91% | 0.00% | 0.088850 | 0.218965 | 2.298406 | 1.029397 | 0.377993 | 1.301931 | -1.132495 | 1.177682 | 0.6200 | 0.6239 | 0.3371 | 1.199991 | 1.188104 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 98.92% | 1.08% | 0.120308 | -0.255269 | 2.058510 | 0.815817 | 0.577938 | -0.522832 | 1.670023 | 0.833138 | 0.6989 | 0.6967 | 0.3004 | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 7.57% | 0.471289 | 0.097966 | 1.934579 | 0.790738 | 0.877425 | 1.614231 | 0.332814 | 2.600768 | 0.6250 | 0.6288 | 0.3340 | 1.575281 | 1.490865 |
| 2459573 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.694598 | 0.673128 | 4.436115 | 1.844614 | 0.051497 | 0.449033 | -1.157348 | 1.031529 | 0.6166 | 0.6165 | 0.3409 | 16.342210 | 3.108419 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 8.65% | 0.629655 | 0.198457 | 2.252381 | 1.159667 | -0.141356 | -0.119419 | -1.401508 | -0.106419 | 0.6169 | 0.6201 | 0.3389 | 1.412972 | 1.364433 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.852630 | -0.844525 | 0.847402 | -1.070183 | 4.631469 | -1.024717 | -0.541475 | 0.179780 | 0.0324 | 0.0305 | 0.0007 | nan | nan |
| 2459570 | digital_ok | 100.00% | 0.00% | 29.19% | 0.00% | 100.00% | 0.00% | -0.109850 | 1.896492 | -0.164869 | -0.076140 | -0.386038 | 42.290510 | -0.905230 | 1.543662 | 0.6065 | 0.4812 | 0.3352 | 6.556636 | 5.608786 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 1.62% | -0.705566 | 0.278407 | 2.497751 | 1.643501 | 1.835325 | 1.648433 | 1.658673 | 1.930263 | 0.7278 | 0.7283 | 0.2070 | 2.003854 | 1.834602 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.492338 | -0.170659 | 2.900627 | 2.000615 | 0.388134 | 1.541548 | -0.153329 | 2.053984 | 0.6065 | 0.6143 | 0.3541 | 0.000000 | 0.000000 |
| 2459565 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 95123.740823 | 135470.389219 | 5044120.835382 | 4059034.956043 | nan | nan | -5.052525 | -5.052525 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 2.31% | 2.872942 | 0.669594 | 3.216732 | 0.011690 | -0.071625 | -1.586541 | -1.609977 | 0.030304 | 0.6189 | 0.6302 | 0.3359 | 2.017915 | 1.668312 |
| 2459563 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 2.70% | 1.674287 | 0.010243 | 1.118430 | -0.454100 | -0.240339 | -1.970312 | -1.330601 | -1.029471 | 0.6073 | 0.6222 | 0.3399 | 1.714763 | 1.577667 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 17.30% | 2.129819 | 0.404564 | 1.597104 | -0.008599 | -0.201461 | -1.335590 | -1.862615 | -1.713307 | 0.6135 | 0.6332 | 0.3389 | 1.664733 | 1.503470 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.41% | 13.51% | 1.612887 | 0.160908 | 1.218334 | -0.216198 | -0.195585 | -0.853589 | -1.569839 | -0.507330 | 0.5922 | 0.6075 | 0.3504 | 1.662561 | 1.507450 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 40.32% | 2.444524 | 0.635223 | 1.850259 | 0.255194 | 0.186189 | -0.785971 | -1.390226 | -0.815532 | 0.6186 | 0.6336 | 0.3300 | 2.147707 | 1.907095 |
| 2459558 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.385466 | 4.146300 | 12.983780 | 9.207555 | 12.922852 | 10.016350 | -1.369845 | -0.716745 | 0.6147 | 0.6242 | 0.3367 | 4.300726 | 3.746879 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0387 | 0.0357 | 0.0018 | nan | nan |
| 2459556 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.106290 | 4.149000 | 13.666831 | 9.204486 | 12.184951 | 8.024361 | -1.994161 | -2.678824 | 0.6254 | 0.6331 | 0.3300 | 4.561584 | 3.751955 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6000 | 0.6127 | 0.3419 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6150 | 0.6259 | 0.3384 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.287556 | 4.843364 | 17.952050 | 13.347366 | 18.910430 | 14.477140 | 0.584828 | 0.655463 | 0.6300 | 0.6377 | 0.3366 | -0.000000 | -0.000000 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 44.09% | 1.939330 | 0.525168 | 1.705037 | -0.139615 | -0.105772 | -1.824738 | -1.884962 | -0.802414 | 0.6186 | 0.6283 | 0.3308 | 2.252600 | 1.889536 |
| 2459550 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0370 | 0.0323 | 0.0007 | nan | nan |
| 2459549 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.512001 | 4.130627 | 13.228966 | 9.647978 | 13.055306 | 8.954308 | -1.734011 | 1.667016 | 0.6227 | 0.6312 | 0.3404 | 3.044451 | 2.619818 |
| 2459542 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.987967 | 4.468110 | 26.288233 | 20.780853 | 0.552994 | 0.661721 | -1.903978 | -0.920039 | 0.6846 | 0.6864 | 0.3129 | 3.898616 | 3.296184 |
| 2459541 | digital_ok | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | 6.681668 | 3.629822 | 16.610524 | 12.257721 | 10.261940 | 9.144597 | 4.533905 | 3.713393 | 0.6809 | 0.6795 | 0.2875 | 2.727705 | 2.462296 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 30.36% | 3.319481 | 1.786710 | 3.021598 | 1.797691 | 1.420439 | -0.168414 | -1.041146 | -0.739990 | 0.6872 | 0.6818 | 0.3085 | 1.866809 | 1.730141 |
| 2459536 | digital_ok | 100.00% | 37.06% | 37.06% | 0.00% | 100.00% | 0.00% | 10.105150 | 7.763855 | 22.077306 | 17.813574 | 20.644682 | 16.666591 | -2.978407 | -3.271594 | 0.4174 | 0.4152 | 0.2144 | 2.688608 | 2.166356 |
| 2459535 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.404237 | 1.294501 | 2.380734 | 1.556761 | 2.979727 | -0.472700 | -0.214662 | 0.167579 | 0.0656 | 0.0553 | 0.0085 | 1.185921 | 1.191963 |
| 2459534 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.653404 | 0.797476 | 1.426787 | 0.614458 | 0.427101 | -1.164275 | -1.256786 | 0.454459 | 0.0783 | 0.0610 | 0.0091 | 1.209058 | 1.216455 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 7.118950 | 4.957682 | 13.498121 | 10.889704 | 11.053983 | 10.151343 | -2.530558 | -1.865411 | 0.0682 | 0.0566 | 0.0083 | 1.226223 | 1.228489 |
| 2459532 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.422821 | 5.696205 | 17.741740 | 13.776835 | 14.417049 | 12.304297 | -1.936557 | -1.756887 | 0.0677 | 0.0532 | 0.0085 | 1.155945 | 1.162377 |
| 2459530 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.817509 | 0.631241 | 1.383544 | 0.194226 | 0.007288 | -1.032525 | -1.521481 | -0.732918 | 0.0768 | 0.0578 | 0.0110 | 1.183344 | 1.195448 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.224115 | 5.929302 | 14.180853 | 11.326187 | 29.672548 | 19.591914 | -1.307160 | 0.433162 | 0.9021 | 0.9329 | 0.2947 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 7.777402 | 5.742013 | 19.600608 | 15.610786 | 12.774374 | 13.801821 | -5.408791 | -4.091351 | nan | nan | nan | 9.183072 | 8.983938 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.677064 | 4.454634 | 17.932267 | 13.275650 | 7.385441 | 10.846458 | -2.258599 | -0.812408 | 0.6980 | 0.6648 | 0.3292 | 3.272464 | 3.613563 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.143941 | 3.753582 | 9.387356 | 5.830743 | 7.238965 | 1.284299 | 2.214044 | 4.395054 | 0.0416 | 0.0504 | 0.0007 | nan | nan |
| 2459508 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.766455 | 7.104593 | 11.359357 | 9.404466 | 12.668081 | 8.259067 | 10.173924 | 10.623054 | 0.0823 | 0.0583 | 0.0033 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 194.372287 | 106.545464 | 113.671060 | 106.758375 | 83.626374 | 81.246286 | 484.647166 | 425.422578 | 0.0113 | 0.0102 | 0.0042 | 1.092005 | 1.095548 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 1.400245 | 0.297895 | -0.646162 | 1.400245 | -1.078162 | -0.146318 | -0.025603 | -0.385536 | -1.226479 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 1.631689 | 0.046782 | -0.551679 | 1.631689 | -0.723344 | 0.640682 | -0.271585 | -1.192753 | 0.454925 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Discontinuties | 1.677968 | 0.065500 | -0.267748 | 1.352160 | -0.855325 | 0.687228 | 0.579209 | -0.694215 | 1.677968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 0.893839 | -0.016004 | -0.503470 | 0.893839 | -0.964159 | -0.762950 | -0.008273 | -1.086010 | -0.723210 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 0.953256 | -0.480748 | -0.683866 | -0.011138 | -0.429264 | 0.953256 | -0.821435 | -0.754712 | -0.314620 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.558037 | -0.372064 | -0.522715 | 0.272234 | -0.934620 | 1.558037 | 0.074996 | -1.110187 | 1.155169 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 0.743606 | 0.742063 | 0.742063 | 0.743606 | 0.743606 | 0.643693 | 0.643693 | 0.642912 | 0.642912 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.386423 | -0.212068 | 0.133623 | 0.940041 | -0.553311 | 1.386423 | -0.506800 | -1.144058 | 0.510683 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.029698 | -0.155309 | -0.504238 | 0.878612 | -0.645094 | 1.029698 | 0.048588 | -1.091531 | 1.019863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.765351 | -0.421587 | -0.450457 | -0.871436 | 1.301592 | 0.191773 | 1.765351 | 0.336710 | -1.240586 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.967938 | -0.392607 | -0.437952 | 1.104982 | -1.055936 | 2.967938 | -0.200726 | -1.434183 | 0.125233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 0.908031 | -0.415899 | -0.500948 | 0.908031 | -0.637286 | 0.663874 | -0.302815 | -1.290780 | 0.685950 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 0.812265 | -0.074018 | 0.014832 | -0.742704 | 0.812265 | 0.011985 | 0.537098 | 0.010228 | -1.118731 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.209531 | 1.076801 | 1.076801 | 1.084847 | 1.084847 | 1.209531 | 1.209531 | 1.190498 | 1.190498 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 1.195934 | -0.201775 | 0.115625 | -1.022767 | 1.195934 | -0.406697 | 0.084739 | -0.643943 | -1.307316 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.634268 | -0.242542 | -0.315951 | 0.039016 | -0.903720 | 1.634268 | -0.674689 | -1.151328 | 1.221769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.371671 | -0.344794 | -0.543644 | -0.181092 | 1.002002 | -0.726165 | 1.371671 | -0.795263 | -1.290096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 1.151863 | -0.553667 | -0.507964 | -1.113770 | 1.151863 | -0.348867 | -0.553036 | -0.133407 | -1.292907 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Variability | 1.667606 | -0.791983 | -0.602706 | -0.871839 | -1.105437 | 1.667606 | 0.623810 | -0.587655 | -0.257363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Discontinuties | 1.396279 | -0.151006 | -0.401042 | -0.790980 | 0.121781 | -0.051831 | -0.121706 | 1.396279 | -1.050303 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.089930 | -0.289279 | -0.671443 | -0.927917 | 0.836261 | -0.446818 | 2.089930 | 0.747974 | -1.005587 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 1.019732 | -0.779384 | -0.307279 | 1.019732 | -0.975475 | 0.780973 | -0.850751 | -1.139149 | -0.570417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.203907 | -0.299518 | -0.773901 | -0.848171 | 0.561475 | -0.249834 | 2.203907 | 0.020005 | -0.836724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.677851 | -0.541971 | -0.354929 | 0.944740 | -0.862216 | 1.677851 | -0.672222 | -1.132418 | 0.402985 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 0.983611 | -0.427727 | -0.449045 | 0.983611 | -1.118010 | 0.274634 | -0.356671 | -1.518533 | 0.627325 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Variability | 38.628857 | 0.297410 | 0.855643 | 1.644926 | -0.838360 | 30.347343 | 38.628857 | 24.722694 | 16.379287 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 0.913274 | -0.519955 | -0.390212 | 0.913274 | -0.889278 | 0.003588 | -0.529612 | -0.737947 | 0.379973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 3.670267 | -0.072635 | -0.219659 | 3.670267 | 1.818363 | 0.378841 | 1.335861 | 0.261747 | 0.175675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.459974 | -0.609750 | -0.304457 | -0.721002 | 0.035896 | -0.690714 | 2.459974 | -0.429422 | -0.809334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.907867 | -0.363694 | -0.043666 | -0.949857 | 1.115722 | -1.163329 | 2.907867 | 1.223213 | -0.705700 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 3.308158 | 0.042832 | -0.336978 | 2.601220 | 3.308158 | 2.593508 | 2.950061 | 1.010229 | -0.952810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Discontinuties | 1.644003 | 0.782453 | -0.442878 | -0.691315 | -1.299845 | 0.705219 | -0.392919 | 1.644003 | -0.011005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 4.562514 | -0.384582 | -0.460532 | 4.562514 | 1.471372 | 0.150246 | 0.631140 | -0.151935 | 0.000131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 0.224794 | -0.751763 | -0.036049 | 0.224794 | -0.922160 | 0.079137 | -0.625973 | -0.708756 | -0.735411 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.170328 | -0.362022 | -0.372463 | -0.843695 | 0.668293 | -0.727577 | 2.170328 | -0.763472 | -0.596309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Variability | 1.231106 | -0.408769 | -0.584798 | 0.914470 | -0.331075 | 0.703461 | 1.231106 | -0.630985 | 0.487750 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.549037 | -0.548408 | -0.235567 | -0.482112 | 0.006031 | 0.394381 | 1.549037 | -0.243101 | -0.385901 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Power | inf | 314.614625 | 314.958891 | inf | inf | 54.554910 | 33.653374 | 553.916545 | 182.205490 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.141667 | -0.747343 | -0.542068 | -0.152554 | 0.952039 | 0.006929 | 1.141667 | -0.272023 | -0.064716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 4.074035 | 0.089492 | -0.884712 | 4.074035 | 1.278401 | 0.226614 | 0.256887 | 1.901369 | 0.219413 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Variability | 1.815815 | -0.453774 | -0.436270 | 0.737625 | -0.509415 | 1.014505 | 1.815815 | -0.776527 | 0.952207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.255375 | -0.959881 | -0.358570 | 1.193266 | 1.139529 | -0.342765 | 2.255375 | -0.109389 | 1.036897 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.568189 | -0.587850 | -0.664094 | -0.422220 | 0.829104 | -0.333419 | 1.568189 | 0.193062 | -0.506203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.893488 | -0.123808 | -0.390760 | 1.222180 | 0.372858 | 1.893488 | -0.045271 | -0.463502 | 0.596476 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 4.484950 | -0.736042 | -0.220358 | 0.237535 | 4.484950 | -1.047329 | 0.948313 | 0.044208 | 1.265596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.075125 | 0.681499 | -0.774194 | 0.838684 | 0.382149 | 1.075125 | 0.941702 | -0.657361 | 0.218625 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 7.508298 | -0.642708 | -0.609773 | -0.969939 | 7.508298 | -23.858603 | -23.333991 | -4.393628 | -4.675000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Discontinuties | 1.944980 | -0.378042 | -0.734847 | 0.393467 | -0.459624 | -0.593622 | -1.048250 | -0.641476 | 1.944980 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Variability | 0.585665 | -0.020160 | 0.457149 | 0.148942 | 0.357839 | -0.139509 | 0.585665 | 0.301817 | 0.226823 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Discontinuties | 26.366300 | 4.461421 | 3.084944 | 8.515761 | 0.567552 | 10.369421 | 2.389885 | 24.621371 | 26.366300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.972287 | 0.076469 | -0.264746 | 2.972287 | 0.702321 | 0.631690 | 0.274054 | -1.021842 | 0.086848 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 3.150049 | -0.200039 | 0.207257 | 0.948654 | 3.150049 | -0.564727 | 0.099277 | -0.436704 | -1.230813 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.899689 | 0.521745 | -0.048673 | 2.899689 | 0.722981 | -0.123678 | -0.703566 | -0.856880 | -0.005023 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 3.715940 | -0.082675 | 0.559560 | 0.780306 | 3.715940 | 0.116060 | 0.020121 | 1.054708 | -0.969764 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 1.614366 | 0.589766 | -0.762198 | 0.578310 | -0.713847 | 1.614366 | -0.610221 | -0.484521 | 1.514631 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.980391 | 0.024030 | 0.344459 | 0.730814 | 2.980391 | 0.547758 | 0.138326 | -0.102128 | -0.906689 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.298406 | 0.218965 | 0.088850 | 1.029397 | 2.298406 | 1.301931 | 0.377993 | 1.177682 | -1.132495 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.058510 | -0.255269 | 0.120308 | 0.815817 | 2.058510 | -0.522832 | 0.577938 | 0.833138 | 1.670023 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Discontinuties | 2.600768 | 0.471289 | 0.097966 | 1.934579 | 0.790738 | 0.877425 | 1.614231 | 0.332814 | 2.600768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 4.436115 | 0.673128 | 0.694598 | 1.844614 | 4.436115 | 0.449033 | 0.051497 | 1.031529 | -1.157348 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.252381 | 0.198457 | 0.629655 | 1.159667 | 2.252381 | -0.119419 | -0.141356 | -0.106419 | -1.401508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 4.631469 | -0.844525 | 0.852630 | -1.070183 | 0.847402 | -1.024717 | 4.631469 | 0.179780 | -0.541475 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Variability | 42.290510 | -0.109850 | 1.896492 | -0.164869 | -0.076140 | -0.386038 | 42.290510 | -0.905230 | 1.543662 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.497751 | 0.278407 | -0.705566 | 1.643501 | 2.497751 | 1.648433 | 1.835325 | 1.930263 | 1.658673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 2.900627 | -0.170659 | -0.492338 | 2.000615 | 2.900627 | 1.541548 | 0.388134 | 2.053984 | -0.153329 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 5044120.835382 | 135470.389219 | 95123.740823 | 4059034.956043 | 5044120.835382 | nan | nan | -5.052525 | -5.052525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 3.216732 | 2.872942 | 0.669594 | 3.216732 | 0.011690 | -0.071625 | -1.586541 | -1.609977 | 0.030304 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 1.674287 | 1.674287 | 0.010243 | 1.118430 | -0.454100 | -0.240339 | -1.970312 | -1.330601 | -1.029471 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 2.129819 | 2.129819 | 0.404564 | 1.597104 | -0.008599 | -0.201461 | -1.335590 | -1.862615 | -1.713307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 1.612887 | 1.612887 | 0.160908 | 1.218334 | -0.216198 | -0.195585 | -0.853589 | -1.569839 | -0.507330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 2.444524 | 2.444524 | 0.635223 | 1.850259 | 0.255194 | 0.186189 | -0.785971 | -1.390226 | -0.815532 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 12.983780 | 4.146300 | 6.385466 | 9.207555 | 12.983780 | 10.016350 | 12.922852 | -0.716745 | -1.369845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 13.666831 | 4.149000 | 7.106290 | 9.204486 | 13.666831 | 8.024361 | 12.184951 | -2.678824 | -1.994161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 18.910430 | 4.843364 | 8.287556 | 13.347366 | 17.952050 | 14.477140 | 18.910430 | 0.655463 | 0.584828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 1.939330 | 0.525168 | 1.939330 | -0.139615 | 1.705037 | -1.824738 | -0.105772 | -0.802414 | -1.884962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 13.228966 | 6.512001 | 4.130627 | 13.228966 | 9.647978 | 13.055306 | 8.954308 | -1.734011 | 1.667016 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 26.288233 | 4.468110 | 6.987967 | 20.780853 | 26.288233 | 0.661721 | 0.552994 | -0.920039 | -1.903978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 16.610524 | 3.629822 | 6.681668 | 12.257721 | 16.610524 | 9.144597 | 10.261940 | 3.713393 | 4.533905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 3.319481 | 1.786710 | 3.319481 | 1.797691 | 3.021598 | -0.168414 | 1.420439 | -0.739990 | -1.041146 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 22.077306 | 7.763855 | 10.105150 | 17.813574 | 22.077306 | 16.666591 | 20.644682 | -3.271594 | -2.978407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 2.979727 | 2.404237 | 1.294501 | 2.380734 | 1.556761 | 2.979727 | -0.472700 | -0.214662 | 0.167579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 1.653404 | 0.797476 | 1.653404 | 0.614458 | 1.426787 | -1.164275 | 0.427101 | 0.454459 | -1.256786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 13.498121 | 7.118950 | 4.957682 | 13.498121 | 10.889704 | 11.053983 | 10.151343 | -2.530558 | -1.865411 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 17.741740 | 8.422821 | 5.696205 | 17.741740 | 13.776835 | 14.417049 | 12.304297 | -1.936557 | -1.756887 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Shape | 1.817509 | 0.631241 | 1.817509 | 0.194226 | 1.383544 | -1.032525 | 0.007288 | -0.732918 | -1.521481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 29.672548 | 7.224115 | 5.929302 | 14.180853 | 11.326187 | 29.672548 | 19.591914 | -1.307160 | 0.433162 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 19.600608 | 7.777402 | 5.742013 | 19.600608 | 15.610786 | 12.774374 | 13.801821 | -5.408791 | -4.091351 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 17.932267 | 4.454634 | 7.677064 | 13.275650 | 17.932267 | 10.846458 | 7.385441 | -0.812408 | -2.258599 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Power | 9.387356 | 3.753582 | 5.143941 | 5.830743 | 9.387356 | 1.284299 | 7.238965 | 4.395054 | 2.214044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Variability | 12.668081 | 7.104593 | 6.766455 | 9.404466 | 11.359357 | 8.259067 | 12.668081 | 10.623054 | 10.173924 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | nn Temporal Discontinuties | 2087.598063 | 284.654684 | 124.518957 | 184.177340 | 169.242842 | 46.800739 | 73.680158 | 1246.828106 | 2087.598063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | digital_ok | ee Temporal Discontinuties | 484.647166 | 106.545464 | 194.372287 | 106.758375 | 113.671060 | 81.246286 | 83.626374 | 425.422578 | 484.647166 |